Publications
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Kittelsen, Sverre; Anthun, Kjartan Sarheim; Bilet, Anders M.; Jansen, Halvard S.; Lidman, Johanna & Magnussen, Jon
[Show all 7 contributors for this article]
(2025).
Scale economies in somatic hospitals in Norway.
Journal of Productivity Analysis.
ISSN 0895-562X.
64(3),
p. 393–404.
doi:
10.1007/s11123-025-00776-0.
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Central policy issues in health care systems are the optimal hospital size of hospitals and the capacity utilization of existing structures. If there are economies of scale, the optimal size of hospitals will be larger and long run marginal costs will be below average costs. In a national health service with public planning and financing this has obvious policy implications for structural decisions related to both mergers and/or closing of existing hospitals and to the planning and building of new hospitals. We estimate a multiple output cost function from 133 observations of 19 Norwegian hospital trusts 2013–2019 with data on operating and capital costs as well as the number of somatic patient admissions aggregated by the weights of the diagnosis related groups (DRGs). The cost function is estimated using a) the panel data Stochastic Frontier Analysis (SFA) method with a translog functional form, and b) the non-parametric bootstrapped Data Envelopment Analysis (DEA) method with the Førsund-Hjalmarsson formula for scale elasticities. Based on tests of the variable specification we use three outputs: medical inpatients, surgical inpatients and outpatients. The long-run scale elasticities are estimated to be in the order of 1.07–1.09 for the average hospital and cost efficiencies are in the order of 85%, both significantly different from unity. Both cost efficiencies and scale elasticities are lower in university hospitals.
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Lindaas, Nils Arne; Anthun, Kjartan Sarheim; Kittelsen, Sverre A.C. & Magnussen, Jon
(2024).
Economies of scope in the Norwegian public hospital sector.
European Journal of Health Economics.
ISSN 1618-7598.
doi:
10.1007/s10198-024-01704-z.
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This study investigates the potential economies of scope in the Norwegian public hospital sector after a major structural and organizational reform. Economies of scope refers to potential cost savings occurring from the scope of production rather than the scale. We use a data driven approach to distinguish between relatively specialized and differentiated hospitals. Using registry data spanning the period 2013–2019, we use non-parametric data envelopment analysis with bootstrapping procedures to investigate the potential presence of economies of scope. This is done separately for three different dimensions of which hospital production can be either specialized or differentiated. The findings suggest that economies of scope are present in the Norwegian hospital sector, meaning that there are cost savings related to the optimal differentiation of the activity. It is difficult to conclude on how these findings relate to the reform.
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Häkkinen, Unto; Hagen, Terje P. & Kittelsen, Sverre
(2023).
20 years of Nordic comparative health economics research.
Nordic Journal of Health Economics.
ISSN 1892-9729.
6(1),
p. 59–79.
doi:
10.5617/njhe.10133.
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Nordic comparative health economics research stands out internationally both by its access to excellent patient data and its long-time commitment to rigorous analyses. In this article, we present the methodological foundations and the results from two types of performance analyses – comparative analyses of health care outcomes and costs at hospital level and similar analyses at the disease level. In the concluding part, we discuss strength and weaknesses of the Nordic comparative analyses, and how we should develop Nordic comparative health economics research further.
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Kittelsen, Sverre A.C.
(2023).
Produktivitets- og effektivitetsanalyser i helsesektoren.
Magma forskning og viten.
ISSN 1500-0788.
26(05),
p. 154–162.
doi:
10.23865/magma.v26.1429.
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Artikkelen gir en oversikt over analyser
av produktivitet og effektivitet i
helsesektoren med vekt på norske og
nordiske anvendelser. Den effektive
fronten blir beskrevet ved en produkteller
kostnadsfunksjon. I begge tilfeller
vil en skille mellom tjenesteprodusenter
som er effektive, og de som er mindre
effektive. Her presenteres de viktigste
metodene, datainnhyllingsanalyse (DEA)
og statistisk frontanalyse (SFA). I helsesektoren
er det særlig institusjoner som
er analysert, men også hele land, regioner
og helsesystemer. Sykehusene i
Finland er gjennomgående mer effektive
og produktive enn sykehusene i de
andre nordiske landene, men kvaliteten
er ikke like høy. I Norge brukes produktivitetsanalyser
i styringen av sektoren.
En finner gjerne et effektivitetsnivå på
85–95 prosent med en produktivitetsvekst
på 0–2 prosent per år. Øvrige
analyser finner produktivitetsforbedringer
ved større reformer, støtte til
samdriftsfordeler og i senere analyser
også stordriftsfordeler. Artikkelen identifiserer
behov for videre forskning på
medisinsk kvalitet, grensekostnader
og kapasitet, samt effektivitet innen
psykiatri og rusbehandling.
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Aune, Finn Roar; Gaure, Simen; Golombek, Rolf; Greaker, Mads; Kittelsen, Sverre & Ma, Lin
(2022).
Promoting CCS in Europe: A case for green strategic trade policy?
Energy Journal.
ISSN 0195-6574.
43(6),
p. 71–102.
doi:
10.5547/01956574.43.6.faun.
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According to IEA (2018), there is a huge gap between the first-best social optimal utilization of Carbon Capture and Storage (CCS) technologies to lower global CO2 emissions and the current, negligible diffusion of this technology. This calls for a financial support mechanism for CCS. We study to what extent promotion of CCS in Europe should be through subsidizing development and production of CCS technologies—an upstream subsidy—or by subsidising the purchasers of CCS technologies—a downstream subsidy. This question is examined theoretically in a stylized model and numerically by using a new approach that integrates strategic trade policy with an economic model of the European energy markets. The theory model suggests that upstream subsidies should clearly be preferred, and this is confirmed by the numerical simulations. For the European power market, the numerical simulations suggest that subsidies to CCS coal power should exceed subsidies to CCS gas power.
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Goude, Fanny; Garellick, Göran; Kittelsen, Sverre; Malchau, Henrik; Peltola, Mikko & Rehnberg, Clas
(2022).
Effects of competition and bundled payment on the performance of hip replacement surgery in Stockholm, Sweden: results from a quasi-experimental study.
BMJ Open.
12(7).
doi:
10.1136/bmjopen-2022-061077.
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Goude, Fanny; Kittelsen, Sverre A.C.; Malchau, Henrik; Mohaddes, Maziar & Rehnberg, Clas
(2021).
The effects of competition and bundled payment on patient reported outcome measures after hip replacement surgery.
BMC Health Services Research.
21.
doi:
10.1186/s12913-021-06397-1.
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Hoel, Michael; Kittelsen, Sverre A.C. & Kverndokk, Snorre
(2019).
Correcting the Climate Externality: Pareto Improvements Across Generations and Regions.
Environmental and Resource Economics.
ISSN 0924-6460.
74(1),
p. 449–472.
doi:
10.1007/s10640-019-00325-y.
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Goude, Fanny; Garellick, Göran; Kittelsen, Sverre A.C.; Nemes, Szilard & Rehnberg, Clas
(2019).
The productivity development of total hip arthroplasty in Sweden: A multiple registry-based longitudinal study using the Malmquist Productivity Index.
BMJ Open.
9.
doi:
10.1136/bmjopen-2018-028722.
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Kittelsen, Sverre A.C.; Anthun, Kjartan Sarheim; Häkkinen, Unto; Kruse, Marie & Rehnberg, Clas
(2018).
Scale and quality in Nordic hospitals.
Nordic Journal of Health Economics.
ISSN 1892-9729.
6(2),
p. 29–44.
doi:
10.5617/njhe.4801.
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Empirical analysis of hospitals in production economics often find little or no evidence of scale economies and quite small optimal sizes. Medical literature on the other hand provides evidence of better results for hospitals with a large volume of similar procedures. Based on a sample of Nordic hospitals and patients, we have examined whether the inclusion of quality variables in the production models changes estimates of scale elasticity. A sample of 58 million patient records from 2008 and 2009 in 149 hospitals in Denmark, Finland, Norway and Sweden were collected. Patient data DRG-points were aggregated into 3 outputs (medical inpatients, surgical inpatients and outpatients) and linked to operating costs for 292 observations. The patient data were used to calculate quality indicators on emergency readmissions and mortality within 30 days, adjusted for age, gender, comorbidities, hospital transfers and DRG using DRG-specific logistic regressions.
The hypothesis that the elasticity of scale increases when quality variables are included was tested against the null hypothesis of no change in the scale elasticity. The observations were used to estimate a cost function using Stochastic Frontier Analysis (SFA). Country dummies as well as dummies for University hospitals, capital city hospitals and the average travelling time for the patients were included as environmental variables. The estimated scale elasticities did not change with the inclusion of quality indicators in any of the tested models. This may be because medical volume effects are confined to few patient groups or possibly even offset by effects on other groups, where quality is reduced by volume. In one model, the scale elasticity was significantly larger than 1.0, a result that contradicts previous studies which have found decreasing returns
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Anthun, Kjartan Sarheim; Kittelsen, Sverre A.C. & Magnussen, Jon
(2017).
Productivity growth, case mix and optimal size of hospitals. A 16-year study of the Norwegian hospital sector.
Health Policy.
ISSN 0168-8510.
121(4),
p. 418–425.
doi:
10.1016/j.healthpol.2017.01.006.
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Background and objectives
This paper analyses productivity growth in the Norwegian hospital sector over a period of 16 years, 1999–2014. This period was characterized by a large ownership reform with subsequent hospital reorganizations and mergers. We describe how technological change, technical productivity, scale efficiency and the estimated optimal size of hospitals have evolved during this period.
Material and methods
Hospital admissions were grouped into diagnosis-related groups using a fixed-grouper logic. Four composite outputs were defined and inputs were measured as operating costs. Productivity and efficiency were estimated with bootstrapped data envelopment analyses.
Results
Mean productivity increased by 24.6% points from 1999 to 2014, an average annual change of 1.5%. There was a substantial growth in productivity and hospital size following the ownership reform. After the reform (2003–2014), average annual growth was <0.5%. There was no evidence of technical change. Estimated optimal size was smaller than the actual size of most hospitals, yet scale efficiency was high even after hospital mergers. However, the later hospital mergers have not been followed by similar productivity growth as around time of the reform.
Conclusions
This study addresses the issues of both cross-sectional and longitudinal comparability of case mix between hospitals, and thus provides a framework for future studies. The study adds to the discussion on optimal hospital size.
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Brekke, Kjell Arne; Golombek, Rolf; Kaut, Michal; Kittelsen, Sverre A.C. & Wallace, Stein W.
(2017).
Stochastic energy market equilibrium modeling with multiple agents.
Energy.
ISSN 0360-5442.
134,
p. 984–990.
doi:
10.1016/j.energy.2017.06.056.
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The energy markets are characterized by many agents simultaneously solving decision problems under uncertainty. It is argued that Monte Carlo simulations are not an adequate way to assess behavioral uncertainty; one should rather rely on stochastic modelling. Drawing on economics, decision theory and operations research, a simple guide on how to transform a deterministic energy market equilibrium model - where several agents simultaneously make decisions - into a stochastic equilibrium model is offered. With our approach, no programming of a stochastic solution algorithm is required.
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Johannessen, Karl-Arne; Kittelsen, Sverre A.C. & Hagen, Terje P.
(2017).
Assessing physician productivity following Norwegian hospital reform: A panel and data envelopment analysis.
Social Science and Medicine.
ISSN 0277-9536.
175,
p. 117–126.
doi:
10.1016/j.socscimed.2017.01.008.
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Background: Although health care reforms may improve efficiency at the macro level, less is known regarding their effects on the utilization of health care personnel. Following the 2002 Norwegian hospital reform, we studied the productivity of the physician workforce and the effect of personnel mix on this measure in all nineteen Norwegian hospitals from 2001 to 2013. Methods: We used panel analysis and non-parametric data envelopment analysis (DEA) to study physician productivity defined as patient treatments per full-time equivalent (FTE) physician. Resource variables were FTE and salary costs of physicians, nurses, secretaries, and other personnel. Patient metrics were number of patients treated by hospitalization, daycare, and outpatient treatments, as well as corresponding diagnosis-related group (DRG) scores accounting for differences in patient mix. Research publications and the fraction of residents/FTE physicians were used as proxies for research and physician training. Results: The number of patients treated increased by 47% and the DRG scores by 35%, but there were no significant increases in any of the activity measures per FTE physician. Total DRG per FTE physician declined by 6% (p < 0.05). In the panel analysis, more nurses and secretaries per FTE physician correlated positively with physician productivity, whereas physician salary was neutral. In 2013, there was a 12%–80% difference between the hospitals with the highest and lowest physician productivity in the differing treatment modalities. In the DEA, cost efficiency did not change in the study period, but allocative efficiency decreased significantly. Bootstrapped estimates indicated that the use of physicians was too high and the use of auxiliary nurses and secretaries was too low. Conclusions: Our measures of physician productivity declined from 2001 to 2013. More support staff was a significant variable for predicting physician productivity. Personnel mix developments in the study period were unfavorable with respect to physician productivity.
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Kittelsen, Sverre A.C.; Anthun, Kjartan Sarheim & Huitfeldt, Ingrid Marie Schaumburg
(2017).
Kvalitet og produktivitet i norske sykehus.
Michael.
ISSN 1893-9651.
14,
p. 75–85.
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I følge økonomisk teori vil sterke incentiver knyttet til kostnadsreduksjon kunne gå på bekostning av tjenestenes kvalitet, i det minste hvis tjenesteprodusentene driver effektivt, og incentiver knyttet til kvantitet bør derfor balanseres med belønning av kvalitet. Artikkelen er en bearbeiding av de norske dataene fra den nordiske studien på sykehusnivå i EU-prosjektet EuroHOPE for årene 2008 og 2009. Norske sykehus har høy kvalitet målt ved en klart lavere dødelighet enn de andre nordiske landene. Derimot er reinnleggelsesraten høy i Norge, og produktiviteten lavere enn i Finland og Danmark. Vi finner en signifikant positiv samvariasjon mellom produktivitet og kvalitetsindikatorer for dødelighet i nordiske sykehus, men ingen signifikante sammenhenger i de norske dataene. Kun reisetid har klar sammenheng med produktivitetsestimatene.
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Edvardsen, Dag Fjeld; Førsund, Finn R & Kittelsen, Sverre A.C.
(2017).
Productivity development of Norwegian institutions of higher education 2004–2013.
Journal of the Operational Research Society.
ISSN 0160-5682.
68(4),
p. 399–415.
doi:
10.1057/s41274-017-0183-x.
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Productivity growth of institutions of higher education is of interest for two main reasons: education is an
important factor for productivity growth of the economy, and in countries where higher education is funded by
the public sector, accountability of resource use is of key interest. Educational services consist of teaching,
research and the ‘‘third mission’’ of dissemination of knowledge to the society at large. A bootstrapped
Malmquist productivity change index is used to calculate productivity development for Norwegian institutions of
higher education over the 10-year period 2004–2013. The confidence intervals from bootstrapping allow part of
the uncertainty of point estimates stemming from sample variation to be revealed. The main result is that the
majority of institutions have had a positive productivity growth over the total period. However, when comparing
with growth in labour input, the impact on productivity varies a lot.
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Kittelsen, Sverre A.C.; Winsnes, Benny Adam; Anthun, Kjartan Sarheim; Goude, Fanny; Hope, Øyvind Børslid & Häkkinen, Unto
[Show all 11 contributors for this article]
(2015).
Decomposing the productivity differences between hospitals in the Nordic countries.
Journal of Productivity Analysis.
ISSN 0895-562X.
43(3),
p. 281–293.
doi:
10.1007/s11123-015-0437-z.
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Previous studies indicate that Finnish hospitals
have significantly higher productivity than in the other
Nordic countries. Since there is no natural pairing of observations
between countries we estimate productivity
levels rather than a Malmquist index of productivity differences,
using a pooled set of all observations as reference.
We decompose the productivity levels into technical
efficiency, scale efficiency and country specific possibility
sets (technical frontiers). Data have been collected on operating
costs and patient discharges in each diagnosis related
group for all hospitals in the four major Nordic
countries, Denmark, Finland, Norway and Sweden. We
find that there are small differences in scale and technical
efficiency between countries, but large differences in production
possibilities (frontier position). The countryspecific
Finnish frontier is the main source of the Finnish
productivity advantage. There is no statistically significant
association between efficiency and status as a university or
capital city hospital. The results are robust to the choice of
bootstrapped data envelopment analysis or stochastic
frontier analysis as frontier estimation methodology.
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Kittelsen, Sverre A.C.; Anthun, Kjartan Sarheim; Goude, Fanny; Huitfeldt, Ingrid Marie Schaumburg; Häkkinen, Unto & Kruse, Marie
[Show all 9 contributors for this article]
(2015).
Costs and quality at the hospital level in the nordic countries.
Health Economics.
ISSN 1057-9230.
24,
p. 140–163.
doi:
10.1002/hec.3260.
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This article develops and analyzes patient register-based measures of quality for the major Nordic countries. Previous studies show that Finnish hospitals have significantly higher average productivity than hospitals in Sweden, Denmark, and Norway and also a substantial variation within each country. This paper examines whether quality differences can form part of the explanation and attempts to uncover quality–cost trade-offs.
Data on costs and discharges in each diagnosis-related group for 160 acute hospitals in 2008–2009 were collected. Patient register-based measures of quality such as readmissions, mortality (in hospital or outside), and patient safety indices were developed and case-mix adjusted. Productivity is estimated using bootstrapped data envelopment analysis.
Results indicate that case-mix adjustment is important, and there are significant differences in the case-mix adjusted performance measures as well as in productivity both at the national and hospital levels. For most quality indicators, the performance measures reveal room for improvement. There is a weak but statistical significant trade-off between productivity and inpatient readmissions within 30 days but a tendency that hospitals with high 30-day mortality also have higher costs. Hence, no clear cost–quality trade-off pattern was discovered. Patient registers can be used and developed to improve future quality and cost comparisons. Copyright © 2015 John Wiley & Sons, Ltd.
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Heijink, Richard; Engelfriet, Peter; Rehnberg, Clas; Kittelsen, Sverre A.C. & Häkkinen, Unto
(2015).
A window on geographic variation in health care: Insights from EuroHOPE.
Health Economics.
ISSN 1057-9230.
24,
p. 164–177.
doi:
10.1002/hec.3287.
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Golombek, Rolf; Brekke, Kjell Arne & Kittelsen, Sverre A.C.
(2013).
Is electricity more important than natural gas? Partial liberalizations of the Western European energy markets.
Economic Modelling.
ISSN 0264-9993.
35,
p. 99–111.
doi:
10.1016/j.econmod.2013.06.023.
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Medin, Emma; Häkkinen, Unto; Linna, Miika; Anthun, Kjartan Sarheim; Kittelsen, Sverre A.C. & Rehnberg, Clas
(2013).
International hospital productivity comparison: Experiences from the Nordic countries.
Health Policy.
ISSN 0168-8510.
112(1-2),
p. 80–87.
doi:
10.1016/j.healthpol.2013.02.004.
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This article focuses on describing the methodological challenges intrinsic in international comparative studies of hospital productivity and how these challenges have been addressed within the context of hospital comparisons in the Nordic countries. The hospital sectors in the Nordic countries are suitable for international comparison as they exhibit similar structures in the organisation for hospital care, hold administrative data of good quality at the hospital level, apply a similar secondary patient classification system, and use similar definitions of operating costs. The results of a number of studies have suggested marked differences in hospital cost efficiency and hospital productivity across the Nordic countries and the Finnish hospitals have the highest estimates in all the analyses. Explanatory factors that were tested and seemed to be of limited importance included institutional, structural and technical. A factor that is yet to be included in the Nordic hospital productivity comparison is the quality of care. Patient-level data available from linkable national registers in each country enable the development of quality indicators and will be included in the forthcoming hospital productivity studies within the context of the EuroHOPE (European health care outcomes, performance and efficiency) project.
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Brekke, Kjell Arne; Golombek, Rolf; Kaut, Michal; Kittelsen, Sverre A.C. & Wallace, Stein
(2013).
Modellering av usikkerhet i numeriske likevektsmodeller med stokastisk scenariometode :.
Samfunnsøkonomen.
ISSN 1890-5250.
127(2),
p. 16–26.
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De fleste numeriske likevektsmodeller er deterministiske mens den økonomien de skal beskrive er preget av mange typer usikkerhet. Vi presenterer en metode for å transformere en eksisterende modell for energimarkedene i Vest-Euorpa uten stokastikk til en modell med stokastikk. Modellen benyttes til å analysere investeringer i energisektoren under alternative antakelser om kilder til usikkerhet. Vi finner at betydningen av værusikkerhet i Skandinavia er liten; forskjellen mellom den optimale løsningen under usikkerhet og en likevekt der denne type usikkerhet helt neglisjeres er beskjeden. Hvis imidlertid investorene står overfor usikre fremtidige priser på olje og kull, samt usikre vekstrater, blir det betydelige forskjeller mellom likevekten under usikkerhet og en likevekt der all usikkerhet neglisjeres.
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Golombek, Rolf; Kittelsen, Sverre A.C. & Haddeland, Ingjerd
(2012).
Climate change: impacts on electricity markets in Western Europe.
Climatic Change.
ISSN 0165-0009.
113(2),
p. 357–370.
doi:
10.1007/s10584-011-0348-6.
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This paper studies some impacts of climate change on electricity markets, focusing on three climate effects. First, demand for electricity is affected because of changes in the temperature. Second, changes in precipitation and temperature have impact on supply of hydro electric production through a shift in the inflow of water. Third, plant efficiency for thermal generation will decrease because the temperature of water used to cool equipment increases. To find the magnitude of these partial effects, as well as the overall effects, on Western European energy markets, we use the multi-market equilibrium model LIBEMOD. We find that each of the three partial effects changes the average electricity producer price by less than 2%, while the net effect is an increase of only 1%. The partial effects on total electricity supply are small, and the net effect is a decrease of 4%. The greatest effects are found for Nordic countries with a large market share for reservoir hydro. In these countries, annual production of electricity increases by 8%, reflecting more inflow of water, while net exports doubles. In addition, because of lower inflow in summer and higher in winter, the reservoir filling needed to transfer water from summer to winter is drastically reduced in the Nordic countries.
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Golombek, Rolf; Kittelsen, Sverre A.C. & Rosendahl, Knut Einar
(2012).
Tildeling av klimakvoter i Europa :.
Samfunnsøkonomen.
ISSN 1890-5250.
126(2),
p. 30–37.
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Golombek, Rolf; Greaker, Mads; Kittelsen, Sverre A.C.; Røgeberg, Ole Jørgen & Aune, Finn Roar
(2011).
Carbon Capture and Storage Technologies in the European Power Market.
Energy Journal.
ISSN 0195-6574.
32(3),
p. 209–237.
doi:
10.5547/ISSN0195-6574-EJ-Vol32-No3-8.
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We examine the potential of Carbon Capture and Storage (CCS) technologies in the European electricity markets, assessing whether CCS technologies will reduce carbon emissions substantially in the absence of investment subsidies, and how the availability of CCS technologies may affect electricity prices and the amount of renewable electricity. To this end we augment a multi-market equilibrium model of the European energy markets with CCS electricity technologies. The CCS technologies are characterized by costs and technical efficiencies synthesized from a number of recent CCS reviews. Our simulations indicate that with realistic values for carbon prices, new CCS coal power plants become profitable,
totally replacing non-CCS coal power investments and to a large extent replacing new wind power. New CCS gas power also becomes profitable, but does not replace non-CCS gas power investment fully. Substantially lower costs, through
subsidies on technological development or deployment, would be necessary to make CCS modification of existing coal and gas power plants profitable for private investors.
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Golombek, Rolf; Kittelsen, Sverre A.C.; Løfsnæs, Ole & Schemde, Arndt von
(2011).
Hvordan påvirkes kraftsektoren av klimaendringer?
Samfunnsøkonomen.
ISSN 1890-5250.
p. 55–62.
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Medin, Emma; Anthun, Kjartan Sarheim; Häkkinen, Unto; Kittelsen, Sverre A.C.; Linna, Miika & Magnussen, Jon
[Show all 8 contributors for this article]
(2011).
Cost efficiency of university hospitals in the Nordic countries: a cross-country analysis.
European Journal of Health Economics.
ISSN 1618-7598.
12(6),
p. 509–519.
doi:
10.1007/s10198-010-0263-1.
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This paper estimates cost efficiency scores using the bootstrap bias-corrected procedure, including variables for teaching and research, for the performance of university hospitals in the Nordic countries. Previous research has shown that hospital provision of research and education interferes with patient care routines and inflates the costs of health care services, turning university hospitals into outliers in comparative productivity and efficiency analyses. The organisation of patient care, medical education and clinical research as well as available data at the university hospital level are highly similar in the Nordic countries, creating a data set of comparable decision-making units suitable for a cross-country cost efficiency analysis. The results demonstrate significant differences in university hospital cost efficiency when variables for teaching and research are entered into the analysis, both between and within the Nordic countries. The results of a second-stage analysis show that the most important explanatory variables are geographical location of the hospital and the share of discharges with a high case weight. However, a substantial amount of the variation in cost efficiency at the university hospital level remains unexplained.
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Halsteinli, V; Kittelsen, Sverre A.C. & Magnussen, Jon
(2010).
Productivity growth in outpatient child and adolescent mental health services: The impact of case-mix adjustment.
Social Science and Medicine.
ISSN 0277-9536.
70(3),
p. 439–446.
doi:
10.1016/j.socscimed.2009.11.002.
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Førsund, Finn R; Kittelsen, Sverre A.C. & Krivonozhko, Vladimir E
(2009).
Farrell revisited-Visualizing properties of DEA production frontiers.
Journal of the Operational Research Society.
ISSN 0160-5682.
60(11),
p. 1535–1545.
doi:
10.1057/jors.2008.185.
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Edvardsen, Dag Fjeld; Førsund, Finn R & Kittelsen, Sverre A.C.
(2008).
Far out or alone in the crowd: a taxonomy of peers in DEA.
Journal of Productivity Analysis.
ISSN 0895-562X.
29(3),
p. 201–210.
doi:
10.1007/s11123-007-0066-2.
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A method is presented for classifying strongly efficient units in DEA as interior or exterior, and as self-evaluators or active peers. The exterior strongly efficient units are found by running the enveloping procedure “from below”. There is no firm production-function evidence of the efficiency of exterior self-evaluators. Interior self-evaluators are more likely to have active peers as neighbours in more directions and may therefore represent technology. When performing a second stage regression analysis of efficiency scores, exterior self-evaluators should be removed. The proportion of exterior active peers also provides information on whether the variable specification is supported by the data.
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Hagen, Terje P.; Iversen, Tor & Kittelsen, Sverre A.C.
(2007).
Ga prioritering og konkurranse høyere kostnadseffektivitet? En analyse av laboratorie- og røntgenvirksomheten.
In Kaarbøe, Oddvar Martin & Lie, Terje (Ed.),
Resultatevaluering av sykehusreformen. Tilgjengelighet, prioritering, effektivitet, brukermedvirkning og medbestemmelse.
Norges forskningsråd.
ISSN 9788212023956.
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Førsund, Finn R; Lindseth, Frode; Kittelsen, Sverre A.C. & Edvardsen, Dag Fjeld
(2006).
THE TAX MAN COMETH-BUT IS HE EFFICIENT?
National Institute Economic Review.
ISSN 0027-9501.
197(July),
p. 106–119.
Full text in Research Archive
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Førsund, Finn R; Edvardsen, Dag, Fjeld; Hansen, Wiljar; Kittelsen, Sverre A.C. & Neurauter, Thor
(2006).
Productivity and regulatory reform of Norwegian electricity distribution utilities.
In Coelli, Tim & Lawrence, Denis (Ed.),
Performance measurement and regulation of network utilities.
Edward Elgar Publishing.
ISSN 9781845423179.
p. 97–131.
Full text in Research Archive
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Halsteinli, Vidar; Kittelsen, Sverre A.C. & Magnussen, Jon
(2005).
Productivity Growth in Norwegian Psychiatric Outpatient Clinics for Children and Youths.
Journal of Mental Health Policy and Economics.
ISSN 1091-4358.
8(4),
p. 183–191.
Full text in Research Archive
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Aune, Finn Roar; Golombek, Rolf; Kittelsen, Sverre A.C. & Rosendahl, Knut Einar
(2004).
Liberalizing the energy markets of Western Europe – a computable equilibrium model approach.
Applied Economics.
ISSN 0003-6846.
36(19),
p. 2137–2149.
doi:
10.1080/00036840310001641742.
Full text in Research Archive
Show summary
Using a computable equilibrium model, the short-run effects of a radical liberalization of the West European natural gas and electricity markets are examined. In each model country, oil, gas, coal and electricity are produced, traded and consumed. There are world markets for oil and coal, and well-integrated competitive markets for gas and electricity in Western Europe. Gas and electricity are transported and traded across markets under the assumption of ideal third-party access regimes for transportation and limited capacities in the transportation networks. It is found that relative to the data year 1996, radical liberalization reduces the average end-user price of natural gas by around 20%, and the average end-user price of electricity by around 50%. The supply of electricity increases by around 20%, mainly due to increased coal power production. After such liberalization, coal power emerges with the largest market share of electricity production in Western Europe.
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Aune, Finn Roar; Golombek, Rolf & Kittelsen, Sverre A.C.
(2004).
Does Increased Extraction of Natural Gas Reduce Carbon Emissions?
Environmental and Resource Economics.
ISSN 0924-6460.
29(4).
doi:
10.1007/s10640-004-9456-3.
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Without an international climate agreement, extraction of more natural gas could reduce emissions of CO2 as more “clean” natural gas may drive out “dirty” coal and oil. Using a computable equilibrium model for the Western European electricity and natural gas markets, we examine whether increased extraction of natural gas in Norway reduces global emissions of CO2. We find that both in the short run and in the long run total emissions are reduced if the additional quantity of natural gas is used in gas power production in Norway. If instead the additional quantity is exported directly, total emissions increase both in the short run and in the long run. However, if modest CO2-taxes are imposed, increased extraction of natural gas will reduce CO2 emissions also when the additional natural gas is exported directed.
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Førsund, Finn & Kittelsen, Sverre A.C.
(2001).
empiriske forskningsresultater om effektivitet i offentlig tjenesteproduksjon.
Oekonomisk Forum.
55(6),
p. 22–29.
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Førsund, Finn & Kittelsen, Sverre A.C.
(1998).
productivity development of norwegian electricity distribution utilities.
Resource and Energy Economics.
ISSN 0928-7655.
20(3),
p. 207–224.
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When regulating electricity distribution utilities, estimates of the past productivity improvement performance are very important for future requirements. A piecewise linear frontier technology, reflecting observed best practice, accommodating the multi-output nature of distribution utilities is specified. A Malmquist index and its components, shift in frontier technology and change in efficiency, have been calculated for the period 1983 to 1989. The main results are a positive productivity growth averaging nearly 2 per cent per year, and that this is mainly due to frontier technology shift. Outliers are scrutinised, but do not influence results for non-outliers.
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Torgersen, Arne Martin; Førsund, Finn & Kittelsen, Sverre A.C.
(1996).
Slack-adjusted efficiency measures and ranking of efficient units.
Journal of Productivity Analysis.
ISSN 0895-562X.
7(4),
p. 379–398.
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When using a piecewise linear frontier production function as a reference for calculating efficiency measures, total potentials for improvement are often not revealed by calculating radial efficiency measures of the Farrell type only. The paper develops efficiency measures extending the radial measures to include slacks, and also suggests a method for ranking efficient units according to their importance as benchmarks for inefficient units. The new measures are applied to a typical many dimensions - small sample problem of a cross section data set for Norwegian state run employment offices.
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Berg, Ole Trond; Hagen, Terje P.; Gjefsen, Hege Marie; Godager, Geir; Hart, Rannveig Kaldager & Kinge, Jonas Minet
[Show all 13 contributors for this article]
(2026).
Organisering og finansering av helsetjenester.
Fagbokforlaget.
ISBN 9788245061505.
414 p.
doi:
10.55669/oa1809.
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Boken gir en bred innføring i organisering og finansiering av helsetjenester, med vekt på norske forhold. Den innledende bolken omfatter kapitler om helsetjenestesystemer og forsikringsordninger, betalingssystemer og demografiske endringer.
I de følgende bolkene brukes de grunnleggende begrepene til å beskrive og analysere kommunehelsetjenesten og spesialisthelsetjenesten, samt samhandlingen mellom de to nivåene. Enkelte policy-orienterte temaer, som effektivitet og likhet i tilbudet, analyseres i egne kapitler. Den avsluttende bolken er viet komparativ helsepolitikk, med beskrivelser av land med sosialforsikringsordninger og private helseforsikringer. Utviklingen av EUs helsepolitikk beskrives i et eget kapittel.
Bokens underliggende perspektiv er at organisering og finansiering er virkemidler i offentlig helsepolitikk. Dette er instrumenter som kan brukes til å redusere ulikhet i tjenestetilbudet, øke effektiviteten og heve kvaliteten. Boken inneholder oppdatert kunnskap om reformer og piloter fra de siste tiårene, også reformer i andre land som har relevans for norske forhold.
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Rødseth, Kenneth Løvold; Holmen, Rasmus Bøgh; Førsund, Finn R & Kittelsen, Sverre A.C.
(2019).
Effektivitet og produktivitet i norsk veibygging 2007-2016.
Ex ante akademisk forlag.
ISBN 9788293253778.
103 p.
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Sæther, Erik Magnus; Bilet, Anders M.; Jansen, Halvard S.; Kittelsen, Sverre A.C.; Anthun, Kjartan Sarheim & Magnussen, Jon
(2024).
Sykehusenes aktivitetsvekst kan ha vært underfinansiert over tid.
dagensmedisin.no.
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Kittelsen, Sverre; Lindaas, Nils Arne; Anthun, Kjartan Sarheim & Magnussen, Jon
(2023).
Economies of Scale and Scope in Norwegian hospitals.
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Kittelsen, Sverre A.C.; Lindaas, Nils Arne; Anthun, Kjartan Sarheim & Magnussen, Jon
(2023).
Economies of Scale and Scope in Norwegian Hospitals,
Full text in Research Archive
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Aas, Eline; Godager, Geir; Hagen, Terje P.; Häkkinen, Unto; Karlsson, Martin & Kittelsen, Sverre
[Show all 8 contributors for this article]
(2023).
Advancing and Inspiring Health Economics: A Special Issue in Honor of Tor Iversen.
Nordic Journal of Health Economics.
ISSN 1892-9729.
6(1),
p. 1–5.
doi:
10.5617/njhe.10299.
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Professor Tor Iversen is a distinguished and highly respected health economist who has made significant contributions to the field of health economics. With this special issue, we celebrate his work.
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Kittelsen, Sverre A.C.; Lindaas, Nils Arne; Anthun, Kjartan Sarheim & Magnussen, Jon
(2023).
Economies of scope in Norwegian hospitals.
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Lindaas, Nils Arne; Anthun, Kjartan Sarheim; Kittelsen, Sverre & Magnussen, Jon
(2022).
(Dis)economies of scope in Norwegian public hospitals.
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Lindaas, Nils Arne; Anthun, Kjartan Sarheim; Kittelsen, Sverre & Magnussen, Jon
(2022).
Breddefordeler i norske helseforetak.
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Hoel, Michael Olaf; Kittelsen, Sverre A.C. & Kverndokk, Snorre
(2015).
Pareto Improving Climate Policies: Distributing the Benefits across Generations and Regions.
Full text in Research Archive
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Halsteinli, Vidar; Kittelsen, Sverre A.C. & Magnussen, Jon
(2008).
Productivity growth in Outpatient Child and Adolescent Mental Health Services: The impact of case-mix adjustment.
Full text in Research Archive
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Kittelsen, Sverre A.C. & Magnussen, Jon
(2007).
Hospital reform and hospital efficiency - a Nordic Comparative Study.
Full text in Research Archive
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Linna, Miika; Häkkinen, Unto; Magnussen, Jon; Kittelsen, Sverre A.C. & Rehnberg, Clas
(2007).
Comparing efficiency between Nordic Hospitals.
Full text in Research Archive
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Førsund, Finn R; Kittelsen, Sverre A.C.; Lindseth, Frode & Edvardsen, Dag Fjeld
(2006).
The tax man cometh-but is he efficient?
Full text in Research Archive
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Førsund, Finn R; Kittelsen, Sverre A.C. & Lindseth, Frode
(2006).
EFFICIENCY AND PRODUCTIVITY OF NORWEGIAN TAX OFFICES.
Full text in Research Archive
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Kittelsen, Sverre A.C.; Magnussen, Jon & Hernæs, Kjersti
(2006).
Quality, efficiency and scope in Norwegian Hospital Production.
Full text in Research Archive
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Magnussen, Jon; Seppälä, Timo; Kittelsen, Sverre A.C.; Häkkinen, Unto; Rehnberg, Clas & Rød, Anette
(2006).
Efficiency aspects of Nordic Hospital Systems.
Full text in Research Archive
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Magnussen, Jon; Kittelsen, Sverre A.C. & Hernæs, Kjersti
(2006).
Quality, efficiency and scope in Norwegian hospital production.
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Førsund, Finn & Kittelsen, Sverre A.C.
(2000).
On the calculation of Farrell efficiency measures: the evolvment of linear programming.
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The evolvement of the use of linear programming in DEA analyses from Farrell to Boles
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Magnussen, Jon & Kittelsen, Sverre A.C.
(1999).
Testing DEA Models of Efficiency in NOrwegian Psychiatric Outpatient Clinics.
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Rødseth, Kenneth Løvold; Holmen, Rasmus Bøgh; Kittelsen, Sverre & Førsund, Finn
(2022).
Forbedringspotensial ved måling av effektivitet i kommunal sektor.
Transportøkonomisk institutt .
ISSN 9788248019244.
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Teknisk beregningsutvalg for kommunal og fylkeskommunal økonomi (TBU) ønsket et prosjekt som vurderer mulighetene for og den praktiske anvendbarheten av effektivitetsanalyser av offentlig tjenesteyting. Denne rapporten gir en gjennomgang av beste praksis innen metodikk for effektivitetsanalyse, aktuelle data til måling av kommuneeffektivitet og empiriske sammenlikninger av metoder og modellspesifikasjoner. Rapporten gir anbefalinger om hvordan TBUs etablerte metodikk for måling av kommuneeffektivitet kan forbedres samt aktuelle temaer til videre utredning i TBUs arbeid med å etablere et solid metodisk rammeverk.
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Wangsness, Paal Brevik; Kittelsen, Sverre; Steinsland, Christian; Aune, Finn Roar & Nævdal, Eric
(2020).
Elektriske biler og den gjensidige påvirkningen mellom transport- og kraftsektorene.
Transportøkonomisk institutt .
ISSN 9788248023241.
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Elektrifisering av bilparken gjør at elektrisitetsmarkedet og transportsystemet blir mer sammenflettet. Ved sambruk av spesialiserte modeller for energi og transport har vi analysert en rekke scenarioer (inkludert stresstesting) for hvordan disse markedene vil påvirke hverandre i 2030. Vi finner at det norske kraftmarkedet som helhet er i hovedsak er robust overfor de utfordringene som norsk elbillading av elbiler i Norge inne¬bærer. Kraftprisen påvirker heller ikke transportetterspørselen nevneverdig, da strømmen er en liten del av kostnadene ved å eie eller drive og bruke en elbil.
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Hoel, Michael Olaf; Kittelsen, Sverre A.C. & Kverndokk, Snorre
(2015).
Pareto Improving Climate Policies: Distributing the Benefits across Generations and Regions.
CESifo Working Paper No. 5487.
Full text in Research Archive
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Rygh, Liv; Helgeland, Jon; Braut, Geir Sverre; Bukholm, Geir; Fredheim, Nanna & Frich, Jan C.
[Show all 12 contributors for this article]
(2010).
Forslag til rammeverk for et nasjonalt kvalitetsindikatorsystem for helsetjenesten.
Folkehelseinstituttet.
ISSN 9788281213562.
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NORSK: Bakgrunn Kvalitetsindikatorer er målbare variabler som gir informasjon om kvaliteten innen et område som vanligvis ikke lett lar seg måle direkte. Bruk av kvalitetsindikatorer kan ha flere formål: De kan fungere som støtte til helsepolitisk styring, til virksomhetsstyring og intern kvalitetsforbedring, og de kan benyttes av pasienter og brukere for å sammenlikne tjenestenes standard ved valg av tjenesteyter eller tjenestested. Datamessige og juridiske problemer har i vesentlig grad bidratt til å forhindre utviklingen av det norske kvalitetsindikatorsystemet. Utvikling og bruk av denne typen systemer innebærer problemstillinger av stor samfunnsmessig interesse, og troverdigheten er helt avhengig av at utviklings- og implementeringsprosessene er preget av åpenhet og faglighet. Anbefalinger Prosjektet anbefaler at hovedperspektivet for systemet skal være helsepolitisk styring og læring. Prosjektet konkluderer med i alt 18 anbefalinger.
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Kittelsen, Sverre A.C.; Magnussen, Jon & Anthun, Kjartan Sarheim
(2007).
Sykehusproduktivitet etter statlig overtakelse: En nordisk komparativ studie.
Helseøkonomisk forskningsprogram ved Universitetet i Oslo.
ISSN 9788277561721.
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Hagen, Terje P.; Iversen, Tor & Kittelsen, Sverre A.C.
(2007).
Laboratorie- og røntgenvirksomheten i kjølvannet av sykehusreformen: Mer privatisering og lavere kostnader?
Helseøkonomisk forskningsprogram, Universitetet i Oslo.
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Hagen, Terje P.; Iversen, Tor & Kittelsen, Sverre A.C.
(2005).
”Kartlegging av produksjon og kostnader til offentlige og private leverandører av laboratorie- og røntgentjenester.” HERO Skriftserie 2005: 14.
Universitetet i Oslo.
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Aune, Finn Roar; Golombek, Rolf; Kittelsen, Sverre A.C. & Rosendahl, Knut Einar
(2001).
Liberalising the energy markets of Western Europe : a computable equilibrium model approach.
Universitetet i Oslo.
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Show summary
Using a computable equilibrium model, we examine the short-run effects of a radical liberalisation of the West European natural gas and electricity markets. In each model country, oil, gas, coal and electricity are produced, traded and consumed. There are world markets for oil and coal, and well-integrated competitive markets for gas and electricity in Western Europe. Gas and electricity are transported and traded across markets under the assumption of ideal third-party access regimes for transportation and limited capacities in the transportation networks. We find that relative to the base year 1996, a radical liberalisation reduces the average end-user price of natural gas by around 20 per cent, and the average end-user price of electricity by around 50 per cent. Supply of electricity increases by around 20 per cent, mainly due to increased coal power production. After such liberalisation, coal power emerges with the largest market share of electricity production in Western Europe.
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Torp, Hege; Edvardsen, Dag Fjeld & Kittelsen, Sverre A.C.
(2000).
Evaluering av formidling : en effektivitetsanalyse av arbeidskontorenes samlete virksomhet basert på DEA.
Institutt for samfunnsforskning.
ISSN 9788277631424.
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Den gjennomsnittlige effektiviteten i de lokale enhetene i aetat er 87 prosent. Dette er resultatet av en analyse basert på
data fra 1998 for praktisk talt samtlige arbeidskontorer i Norge.Formålet med studien er å beskrive
effektivitetsfordelingen i arbeidsmarkedsetaten. En slik beskrivelse identifiserer både de arbeidskontorene som utnytter
tilgjengelige ressurser på en effektiv måte når de produserer tjenester for arbeidsgivere og arbeidssøkere, og de ikke-
effektive arbeidskontorene. Kunnskap om hva som kjennetegner de effektive arbeidskontorene setter oss på sporet av hva de
ikkeeffektive arbeidskontorene kan lære av de effektive, for å bli mer lik dem. Den beregnede gjennomsnittseffektiviteten
på 87 prosent innebærer at dersom alle arbeidskontorene var 100 prosent effektive, ville det være mulig å opprettholde
produksjonen av tjenester med en ressursinnsats tilsvarende 87 prosent av dagens ressursinnsats. En etteranalyse av
effektivitetstallene viser at om lag 35 prosent av variasjonen i effektivitet mellom arbeidskontorene kan forklares ved
forskjeller i forholdene på det lokale arbeidsmarkedet. Det meste av variasjonen er med andre ord forskjeller i ren
effektivitet.
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Kittelsen, Sverre A. C.
(1998).
Using Data Envelopment Analysis to measure production efficiency in the public sector.
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Avhandlingen er skrevet innen fagområdet produksjonsteori og viser hvordan metodeapparatet som går under navnet datainnhyllingsanalyse (DEA) kan gjøres anvendelig i målingen av effektivitet og produktivitet innen offentlig sektor. Metoden kan utvikles til å ha et statistisk fundament, og kan i stor grad gi vesentlig informasjon om ressursbruk i enkeltsektorer. Innenfor sektorer som norske domstoler, arbeidskontorer og elektrisitetsdistribusjon er det i arbeidet med avhandlingen funnet betydelig ineffektivitet, samtidig som det er gitt informasjon som kan bidra til å forbedre effektiviteten i disse sektorene.
Effektivitet sier noe om hvor god ressursutnyttingen er i forhold til det som er mulig. Produktivitet er et beslektet begrep som på en mere beskrivende måte uttrykker forholdet mellom produksjon og ressursbruk, men også her kreves en målestokk for produktivitetsnivået. Hvis en privateid sektor produserer flere produkter eller har flere målsettinger, er det vanlig å veie sammen disse ved hjelp av markedsprisene.
Produktene i offentlig sektor omsettes ofte ikke på markeder, og en har da ikke priser som kan brukes som vekter ved beregning av effektivitet og produktivitet. I stedet kan en bruke informasjon om teknologien, dvs det fysiske mulighetsområdet for omforming av ressurser til produkter. I komplekse prosesser og i tjenesteyting er det ikke mulig å skaffe ingeniørmessig informasjon om teknologien; derfor må en basere seg på å anslå teknologien fra observasjoner av faktisk atferd.
DEA er en metode for å anslå teknologien utfra atferden til de beste (mest effektive) enhetene. I motsetning til alternative metoder, legges det liten struktur på teknologianslaget på forhånd, men metoden har en del andre svakheter. Spesielt er det et problem at metoden er følsom for målefeil, og at statistiske tester inntil nylig ikke har vært tilgjengelige.
Avhandlingen setter fokus på ulike svakheter ved DEA-metoden, og hvordan en eventuelt kan forbedre den. Hvis en har få observasjoner, vil en f. eks. ha vanskelighet for å avsløre ineffektivitet fordi mange enheter vil bli målt som effektive. Avhandlingen tar for seg hvordan en kan modifisere metoden for likevel å avsløre forskjeller mellom de effektive enhetene. Samtidig er det lagt vekt på å vise hvordan en for de ineffektive enhetene får informasjon om hvilke effektive enheter som kan tjene som forbilder. Resultatene er anvendt på norske by- og herredsretter og på arbeidskontorene.
Avhandlingen tar også for seg statistiske tester som er foreslått i litteraturen, og gjennomfører storskala simuleringer for å finne om testene har de ønskede egenskapene. Resultatene er oppmuntrende for metoden, ettersom testene i stor grad har utsagnskraft, samtidig som det er viktig med flere observasjoner enn i alternative metoder. Disse funnene blir anvendt på norske elektrisitetsfordelingsverk for å finne ut hvilke variable som bør inngå når en måler effektivitet og produktivitet. Eksempelvis ble det ikke funnet grunn til å ta hensyn til klimaforskjeller når en allerede har tatt hensyn til energimengden, abonnenttallet og forsyningsarealets utstrekning.
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Fehr, Nils-Henrik M. von der; Førsund, Finn & Kittelsen, Sverre A.C.
(1996).
The Zambia RPED Study: Report no III.
The World Bank.
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Published
Feb. 27, 2015 12:58 PM
- Last modified
June 21, 2021 11:30 AM